Andriy Moraru takes a look at whether there is a correlation between the US dollar index and the inflation rate in the US via the CPI index.
The dependency between the US dollar rate and the US consumer price inflation is accepted as something rather obvious. After all, higher inflation should lead to the higher interest rates and an increased demand for the currency, while the stronger currency leads to cheaper imports and lower prices. The theoretical part looks simple and straightforward. In reality, the analysis of the relevant data suggests a more interesting and useful correlation between the US currency strength and the country's inflation rate.
Before proceeding further, it is important to define the main terms - what is inflation and what is US dollar index?
Inflation is an ambiguous term. There are several forms of inflation that can be analyzed and compared to the USDX: consumer price inflation (CPI), producer price inflation (PPI), personal consumption expenditures (PCE), wage inflation, and numerous other measures, including such exotic ones as ShadowStats CPI. Undeniably, the most popular of them is CPI. Reported by the US Bureau of Labor Statistics, CPI tracks the price changes of the urban consumers' basket of goods and services and is based on the actual price tag changes (and also on the changes in the basket itself, but that's another story.) CPI is also considered to be the most influential inflation indicator according to several economic calendars - for example, FXstreet, DailyFX, and ForexFactory all mark CPI as a highest priority report, while all other inflation reports are of lower priority (excluding PPI in ForexFactory's calendar).
For comparison, here is the CPI chart overlaid over the USDX chart. The CPI data is taken from the Federal Reserve Bank of St. Louis and loaded into MetaTrader using the Data-Loader indicator. The combined chart spans for the period between January 2000 and February 2015. Both data series are in their monthly values, CPI is the yearly change for a given month and is shown inverted:
As you can see, the inverted CPI shows the same peaks and troughs as the dollar index. The main difference between the two (except the scale) is the time lag of a few months - the USDX is guiding the inflation rate.
The personal consumption expenditures chart added to the same USDX chart and built using the same rules is not too different:
The same relation between the dollar index and inflation is evident here too. The PCE chart shows more pronounced extrema than the CPI chart. The further study will be based on the PCE chart because it is favored as an indicator by the FOMC. Otherwise, the points made next would be nearly as valid for CPI as they are for PCE.
If there is some lag between the US dollar index and the US inflation, it would help us to know the value of this time lag. Knowing it would offer an opportunity to predict next local maximum or minimum in the inflation rate, which in its turn affects when the interest rates are getting lifted or cut. Unfortunately, the lag is not constant. As you can see, the time periods between the ups and downs of USDX and CPI on the chart differ quite significantly:
I have taken 16 most distinct points from the chart to measure the average time lag of PCE. The periods are marked with the vertical colored lines. As it turns out, the average lag is 4.8 months, while the median is 4.5 month. The maximum lag was 11 months between the USDX high of November 2005 and the PCE high of October 2006 (two cyan lines in the middle of the chart).
So, how can that information be possibly used? First, it is important to note that the found median lag is a very rough estimate. Second, there is also no guarantee that the whole lag tendency will persist in the future and with the same average or median values as before. Third, by extrapolating our knowledge of the past correlation between the dollar index behavior and the personal consumption expenditures, we can say that a major upswing in the inflation will probably occur in about four or five months after a major downswing in USDX.
What we see now is a major upswing in dollar index, which is closely followed by a reversed action in the monthly inflation readings. If we are to believe Janet Yellen's words, the first rate hike will happen only several months prior to inflation stabilizing at about 2%:
...we must be reasonably confident at the time of the first rate increase that inflation will move up over time to our 2 percent objective...
That is how it should look from the perspective of the dollar index and inflation correlation:
• USDX starts falling somewhere in the future.
• A new local low is forming a few months later.
• After four or five months, PCE starts rising and forms a local high.
That moment would probably be the best timing for the Fed to raise the interest rates unless we see some worsening of the employment and GDP numbers. The main point here is that if there will not be any abrupt downturn in the dollar's bullish run, there is simply no time for all these events to happen during 2015. It means that there is a serious probability for the Federal Reserve's funds rate to stay at its current near-zero level for the rest of the year. As a result, betting on a the periods of dollar weakness following failed expectations of the rate-optimistic Forex market participants seems like a sound trading strategy for the remaining six FOMC meetings of 2015.
Of course, the theory behind this idea is far from perfect. Basing expectations on something like the mentioned time lag between inflation and dollar is a fragile tactic considering a variation between 0 and 11 months. Additionally, the same expectations can drive the dollar down, spurring the rally in the inflation indicators in a manner of a self-fulfilling prophecy. Yet we witness a market instrument that is leading one of the main metrics used by the US Federal Reserve, and it would be wasteful to ignore it.
The dependency between the US dollar rate and the US consumer price inflation is accepted as something rather obvious. After all, higher inflation should lead to the higher interest rates and an increased demand for the currency, while the stronger currency leads to cheaper imports and lower prices. The theoretical part looks simple and straightforward. In reality, the analysis of the relevant data suggests a more interesting and useful correlation between the US currency strength and the country's inflation rate.
Before proceeding further, it is important to define the main terms - what is inflation and what is US dollar index?
Inflation is an ambiguous term. There are several forms of inflation that can be analyzed and compared to the USDX: consumer price inflation (CPI), producer price inflation (PPI), personal consumption expenditures (PCE), wage inflation, and numerous other measures, including such exotic ones as ShadowStats CPI. Undeniably, the most popular of them is CPI. Reported by the US Bureau of Labor Statistics, CPI tracks the price changes of the urban consumers' basket of goods and services and is based on the actual price tag changes (and also on the changes in the basket itself, but that's another story.) CPI is also considered to be the most influential inflation indicator according to several economic calendars - for example, FXstreet, DailyFX, and ForexFactory all mark CPI as a highest priority report, while all other inflation reports are of lower priority (excluding PPI in ForexFactory's calendar).
For comparison, here is the CPI chart overlaid over the USDX chart. The CPI data is taken from the Federal Reserve Bank of St. Louis and loaded into MetaTrader using the Data-Loader indicator. The combined chart spans for the period between January 2000 and February 2015. Both data series are in their monthly values, CPI is the yearly change for a given month and is shown inverted:
As you can see, the inverted CPI shows the same peaks and troughs as the dollar index. The main difference between the two (except the scale) is the time lag of a few months - the USDX is guiding the inflation rate.
The personal consumption expenditures chart added to the same USDX chart and built using the same rules is not too different:
The same relation between the dollar index and inflation is evident here too. The PCE chart shows more pronounced extrema than the CPI chart. The further study will be based on the PCE chart because it is favored as an indicator by the FOMC. Otherwise, the points made next would be nearly as valid for CPI as they are for PCE.
If there is some lag between the US dollar index and the US inflation, it would help us to know the value of this time lag. Knowing it would offer an opportunity to predict next local maximum or minimum in the inflation rate, which in its turn affects when the interest rates are getting lifted or cut. Unfortunately, the lag is not constant. As you can see, the time periods between the ups and downs of USDX and CPI on the chart differ quite significantly:
I have taken 16 most distinct points from the chart to measure the average time lag of PCE. The periods are marked with the vertical colored lines. As it turns out, the average lag is 4.8 months, while the median is 4.5 month. The maximum lag was 11 months between the USDX high of November 2005 and the PCE high of October 2006 (two cyan lines in the middle of the chart).
So, how can that information be possibly used? First, it is important to note that the found median lag is a very rough estimate. Second, there is also no guarantee that the whole lag tendency will persist in the future and with the same average or median values as before. Third, by extrapolating our knowledge of the past correlation between the dollar index behavior and the personal consumption expenditures, we can say that a major upswing in the inflation will probably occur in about four or five months after a major downswing in USDX.
What we see now is a major upswing in dollar index, which is closely followed by a reversed action in the monthly inflation readings. If we are to believe Janet Yellen's words, the first rate hike will happen only several months prior to inflation stabilizing at about 2%:
...we must be reasonably confident at the time of the first rate increase that inflation will move up over time to our 2 percent objective...
That is how it should look from the perspective of the dollar index and inflation correlation:
• USDX starts falling somewhere in the future.
• A new local low is forming a few months later.
• After four or five months, PCE starts rising and forms a local high.
That moment would probably be the best timing for the Fed to raise the interest rates unless we see some worsening of the employment and GDP numbers. The main point here is that if there will not be any abrupt downturn in the dollar's bullish run, there is simply no time for all these events to happen during 2015. It means that there is a serious probability for the Federal Reserve's funds rate to stay at its current near-zero level for the rest of the year. As a result, betting on a the periods of dollar weakness following failed expectations of the rate-optimistic Forex market participants seems like a sound trading strategy for the remaining six FOMC meetings of 2015.
Of course, the theory behind this idea is far from perfect. Basing expectations on something like the mentioned time lag between inflation and dollar is a fragile tactic considering a variation between 0 and 11 months. Additionally, the same expectations can drive the dollar down, spurring the rally in the inflation indicators in a manner of a self-fulfilling prophecy. Yet we witness a market instrument that is leading one of the main metrics used by the US Federal Reserve, and it would be wasteful to ignore it.
In this video, we review @AxiOfficialChannel , a multi-asset broker offering access to forex and CFD markets through MetaTrader 4, MetaTrader 5, the Axi Trading App, and copy trading solutions.
We examine the broker’s regulatory framework, platform offering, market coverage, and customer support structure. We also explore key features such as available trading instruments, swap-free account options, funding considerations, and multilingual support.
Watch the full video for a clear, fact-based overview of Axi’s products, trading tools, and overall broker offering.
#Axi #ForexBroker #CFDTrading #FinanceMagnates #Trading #BrokerReview #OnlineTrading
In this video, we review @AxiOfficialChannel , a multi-asset broker offering access to forex and CFD markets through MetaTrader 4, MetaTrader 5, the Axi Trading App, and copy trading solutions.
We examine the broker’s regulatory framework, platform offering, market coverage, and customer support structure. We also explore key features such as available trading instruments, swap-free account options, funding considerations, and multilingual support.
Watch the full video for a clear, fact-based overview of Axi’s products, trading tools, and overall broker offering.
#Axi #ForexBroker #CFDTrading #FinanceMagnates #Trading #BrokerReview #OnlineTrading
In this video, we review @AxiOfficialChannel , a multi-asset broker offering access to forex and CFD markets through MetaTrader 4, MetaTrader 5, the Axi Trading App, and copy trading solutions.
We examine the broker’s regulatory framework, platform offering, market coverage, and customer support structure. We also explore key features such as available trading instruments, swap-free account options, funding considerations, and multilingual support.
Watch the full video for a clear, fact-based overview of Axi’s products, trading tools, and overall broker offering.
#Axi #ForexBroker #CFDTrading #FinanceMagnates #Trading #BrokerReview #OnlineTrading
In this video, we review @AxiOfficialChannel , a multi-asset broker offering access to forex and CFD markets through MetaTrader 4, MetaTrader 5, the Axi Trading App, and copy trading solutions.
We examine the broker’s regulatory framework, platform offering, market coverage, and customer support structure. We also explore key features such as available trading instruments, swap-free account options, funding considerations, and multilingual support.
Watch the full video for a clear, fact-based overview of Axi’s products, trading tools, and overall broker offering.
#Axi #ForexBroker #CFDTrading #FinanceMagnates #Trading #BrokerReview #OnlineTrading
In this video, we review @AxiOfficialChannel , a multi-asset broker offering access to forex and CFD markets through MetaTrader 4, MetaTrader 5, the Axi Trading App, and copy trading solutions.
We examine the broker’s regulatory framework, platform offering, market coverage, and customer support structure. We also explore key features such as available trading instruments, swap-free account options, funding considerations, and multilingual support.
Watch the full video for a clear, fact-based overview of Axi’s products, trading tools, and overall broker offering.
#Axi #ForexBroker #CFDTrading #FinanceMagnates #Trading #BrokerReview #OnlineTrading
In this video, we review @AxiOfficialChannel , a multi-asset broker offering access to forex and CFD markets through MetaTrader 4, MetaTrader 5, the Axi Trading App, and copy trading solutions.
We examine the broker’s regulatory framework, platform offering, market coverage, and customer support structure. We also explore key features such as available trading instruments, swap-free account options, funding considerations, and multilingual support.
Watch the full video for a clear, fact-based overview of Axi’s products, trading tools, and overall broker offering.
#Axi #ForexBroker #CFDTrading #FinanceMagnates #Trading #BrokerReview #OnlineTrading
Multi-Asset or Die: The New Brokerage Playbook
Multi-Asset or Die: The New Brokerage Playbook
Multi-Asset or Die: The New Brokerage Playbook
Multi-Asset or Die: The New Brokerage Playbook
Multi-Asset or Die: The New Brokerage Playbook
Multi-Asset or Die: The New Brokerage Playbook
This panel will explore how firms are moving beyond CFDs into crypto, perpetuals, equities, and multi‑asset offerings, and the challenges they face across regulation, technology, liquidity, and risk management. It examines what is driving the shift, what it takes to execute it successfully, and how brokers can position themselves for the next phase of growth.
This panel will explore how firms are moving beyond CFDs into crypto, perpetuals, equities, and multi‑asset offerings, and the challenges they face across regulation, technology, liquidity, and risk management. It examines what is driving the shift, what it takes to execute it successfully, and how brokers can position themselves for the next phase of growth.
This panel will explore how firms are moving beyond CFDs into crypto, perpetuals, equities, and multi‑asset offerings, and the challenges they face across regulation, technology, liquidity, and risk management. It examines what is driving the shift, what it takes to execute it successfully, and how brokers can position themselves for the next phase of growth.
This panel will explore how firms are moving beyond CFDs into crypto, perpetuals, equities, and multi‑asset offerings, and the challenges they face across regulation, technology, liquidity, and risk management. It examines what is driving the shift, what it takes to execute it successfully, and how brokers can position themselves for the next phase of growth.
This panel will explore how firms are moving beyond CFDs into crypto, perpetuals, equities, and multi‑asset offerings, and the challenges they face across regulation, technology, liquidity, and risk management. It examines what is driving the shift, what it takes to execute it successfully, and how brokers can position themselves for the next phase of growth.
This panel will explore how firms are moving beyond CFDs into crypto, perpetuals, equities, and multi‑asset offerings, and the challenges they face across regulation, technology, liquidity, and risk management. It examines what is driving the shift, what it takes to execute it successfully, and how brokers can position themselves for the next phase of growth.
Beyond Reach? Retail Investor Acquisition Across APAC
Beyond Reach? Retail Investor Acquisition Across APAC
Beyond Reach? Retail Investor Acquisition Across APAC
Beyond Reach? Retail Investor Acquisition Across APAC
Beyond Reach? Retail Investor Acquisition Across APAC
Beyond Reach? Retail Investor Acquisition Across APAC
APAC accounts for two-thirds of global retail trading traffic, but with differences of language, regulation, and trader profile, the region's growth is ag great as complexity.
This session gathers CMOs, heads of acquisition, and IB relationship managers to examine what actually works, channel by channel, market by market.
Attendees will walk away with:
A clear view of which channels deliver funded, retained traders across Singapore, Japan, and Southeast Asia
Understanding of how to structure IB partnerships for LTV, not first deposit
Insight into what localization actually costs beyond the translation budget
Perspective on how ad restrictions, crypto promotion limits, and bundling rules differ across APAC jurisdictions
A read on whether the super-app model changes acquisition economics for retail investing platforms
APAC accounts for two-thirds of global retail trading traffic, but with differences of language, regulation, and trader profile, the region's growth is ag great as complexity.
This session gathers CMOs, heads of acquisition, and IB relationship managers to examine what actually works, channel by channel, market by market.
Attendees will walk away with:
A clear view of which channels deliver funded, retained traders across Singapore, Japan, and Southeast Asia
Understanding of how to structure IB partnerships for LTV, not first deposit
Insight into what localization actually costs beyond the translation budget
Perspective on how ad restrictions, crypto promotion limits, and bundling rules differ across APAC jurisdictions
A read on whether the super-app model changes acquisition economics for retail investing platforms
APAC accounts for two-thirds of global retail trading traffic, but with differences of language, regulation, and trader profile, the region's growth is ag great as complexity.
This session gathers CMOs, heads of acquisition, and IB relationship managers to examine what actually works, channel by channel, market by market.
Attendees will walk away with:
A clear view of which channels deliver funded, retained traders across Singapore, Japan, and Southeast Asia
Understanding of how to structure IB partnerships for LTV, not first deposit
Insight into what localization actually costs beyond the translation budget
Perspective on how ad restrictions, crypto promotion limits, and bundling rules differ across APAC jurisdictions
A read on whether the super-app model changes acquisition economics for retail investing platforms
APAC accounts for two-thirds of global retail trading traffic, but with differences of language, regulation, and trader profile, the region's growth is ag great as complexity.
This session gathers CMOs, heads of acquisition, and IB relationship managers to examine what actually works, channel by channel, market by market.
Attendees will walk away with:
A clear view of which channels deliver funded, retained traders across Singapore, Japan, and Southeast Asia
Understanding of how to structure IB partnerships for LTV, not first deposit
Insight into what localization actually costs beyond the translation budget
Perspective on how ad restrictions, crypto promotion limits, and bundling rules differ across APAC jurisdictions
A read on whether the super-app model changes acquisition economics for retail investing platforms
APAC accounts for two-thirds of global retail trading traffic, but with differences of language, regulation, and trader profile, the region's growth is ag great as complexity.
This session gathers CMOs, heads of acquisition, and IB relationship managers to examine what actually works, channel by channel, market by market.
Attendees will walk away with:
A clear view of which channels deliver funded, retained traders across Singapore, Japan, and Southeast Asia
Understanding of how to structure IB partnerships for LTV, not first deposit
Insight into what localization actually costs beyond the translation budget
Perspective on how ad restrictions, crypto promotion limits, and bundling rules differ across APAC jurisdictions
A read on whether the super-app model changes acquisition economics for retail investing platforms
APAC accounts for two-thirds of global retail trading traffic, but with differences of language, regulation, and trader profile, the region's growth is ag great as complexity.
This session gathers CMOs, heads of acquisition, and IB relationship managers to examine what actually works, channel by channel, market by market.
Attendees will walk away with:
A clear view of which channels deliver funded, retained traders across Singapore, Japan, and Southeast Asia
Understanding of how to structure IB partnerships for LTV, not first deposit
Insight into what localization actually costs beyond the translation budget
Perspective on how ad restrictions, crypto promotion limits, and bundling rules differ across APAC jurisdictions
A read on whether the super-app model changes acquisition economics for retail investing platforms
Buy, Build or Both? Trading Tech for Brokers, Banks & Beyond
Buy, Build or Both? Trading Tech for Brokers, Banks & Beyond
Buy, Build or Both? Trading Tech for Brokers, Banks & Beyond
Buy, Build or Both? Trading Tech for Brokers, Banks & Beyond
Buy, Build or Both? Trading Tech for Brokers, Banks & Beyond
Buy, Build or Both? Trading Tech for Brokers, Banks & Beyond
For every feature and product, someone has to decide: build it in-house or buy from a vendor. In Singapore and across APAC, local banks and global players face the same question with very different constraints.
This session gathers heads of technology and e-trading to compare how client demand and cost structures shape their choices, and how long it actually takes to ship in each.
Attendees will walk away with:
First-hand view of how client feedback informs decision-making across different market participants.
Understanding pain points and benefits of working with 3rd party integrations at scale.
Insight into products and innovation banks’ retail and trading heads will look for in 2026.
For every feature and product, someone has to decide: build it in-house or buy from a vendor. In Singapore and across APAC, local banks and global players face the same question with very different constraints.
This session gathers heads of technology and e-trading to compare how client demand and cost structures shape their choices, and how long it actually takes to ship in each.
Attendees will walk away with:
First-hand view of how client feedback informs decision-making across different market participants.
Understanding pain points and benefits of working with 3rd party integrations at scale.
Insight into products and innovation banks’ retail and trading heads will look for in 2026.
For every feature and product, someone has to decide: build it in-house or buy from a vendor. In Singapore and across APAC, local banks and global players face the same question with very different constraints.
This session gathers heads of technology and e-trading to compare how client demand and cost structures shape their choices, and how long it actually takes to ship in each.
Attendees will walk away with:
First-hand view of how client feedback informs decision-making across different market participants.
Understanding pain points and benefits of working with 3rd party integrations at scale.
Insight into products and innovation banks’ retail and trading heads will look for in 2026.
For every feature and product, someone has to decide: build it in-house or buy from a vendor. In Singapore and across APAC, local banks and global players face the same question with very different constraints.
This session gathers heads of technology and e-trading to compare how client demand and cost structures shape their choices, and how long it actually takes to ship in each.
Attendees will walk away with:
First-hand view of how client feedback informs decision-making across different market participants.
Understanding pain points and benefits of working with 3rd party integrations at scale.
Insight into products and innovation banks’ retail and trading heads will look for in 2026.
For every feature and product, someone has to decide: build it in-house or buy from a vendor. In Singapore and across APAC, local banks and global players face the same question with very different constraints.
This session gathers heads of technology and e-trading to compare how client demand and cost structures shape their choices, and how long it actually takes to ship in each.
Attendees will walk away with:
First-hand view of how client feedback informs decision-making across different market participants.
Understanding pain points and benefits of working with 3rd party integrations at scale.
Insight into products and innovation banks’ retail and trading heads will look for in 2026.
For every feature and product, someone has to decide: build it in-house or buy from a vendor. In Singapore and across APAC, local banks and global players face the same question with very different constraints.
This session gathers heads of technology and e-trading to compare how client demand and cost structures shape their choices, and how long it actually takes to ship in each.
Attendees will walk away with:
First-hand view of how client feedback informs decision-making across different market participants.
Understanding pain points and benefits of working with 3rd party integrations at scale.
Insight into products and innovation banks’ retail and trading heads will look for in 2026.